import torch.nn as nn
from android_model.resnet_attn import *

class AndroidUltraNetwork(nn.Module):
    def __init__(self, classNum, firstChannel=1):
        super(AndroidUltraNetwork, self).__init__()
        self.resnet = multi_resnet18_kd(first_channel=firstChannel, num_classes=classNum)

    def forward(self, x):
        ans = self.resnet(x)
        return ans